---
license: mit
datasets:
- ncbi/pubmed
language:
- en
tags:
- medical
- biology
- code
---
# Model Card: Journal Retrieval Code Model

## Model Description
- **Model Name**: Journal Retrieval Code Model
- **Model Architecture**: Biopython-based data extraction and retrieval
- **Intended Use**: Extracts and retrieves journal data from PubMed articles using PM IDs.
- **License**: MIT License

## Training Data
- **Dataset**: The model was used on PubMed articles data.
- **Data Preprocessing**: Data was preprocessed by extracting relevant fields such as abstract, title, journal, language, year, and month.

## Training Procedure
- **Hyperparameters**: N/A
- **Training Duration**: N/A
- **Compute Resources**: N/A

## Evaluation
- **Metrics**: Accuracy of data retrieval and parsing
- **Results**: N/A
- **Evaluation Data**: Various PM IDs provided by users.

## Intended Use Cases
- **Primary Use Case**: Academic research, systematic reviews, and meta-analyses.
- **Secondary Use Cases**: General data extraction for biomedical research.
- **Misuse**: Not suitable for extracting data outside the PubMed database. May not handle edge cases well.

## Limitations
- **Known Limitations**: Only works with PubMed data and requires valid PM IDs.
- **Potential Biases**: Relies on the availability and accuracy of PubMed's data.

## How to Use
### Installation
Install the necessary dependencies:
```bash
pip install biopython pandas huggingface_hub